I build agentic developer platforms that make engineering teams measurably faster.
Vendor-agnostic. Production-grade. Outcome-focused. I help engineering organizations turn AI coding tools into developer platforms their teams actually use.
From the blog
Field notes on agentic engineering: patterns, tooling, and lessons from real engagements.
Opinions & Analysis
Your AI Skill Has an Eval Problem (Not an Adoption Problem)
Engineering leaders blame stalled AI adoption on training or culture. The real bottleneck is evaluation discipline, the platform feature most rollouts skip.
10 min read
Opinions & Analysis
Claude Code vs Codex vs Cursor (and Why It Doesn't Matter)
The honest Claude Code, Codex, and Cursor comparison — and why your AI platform strategy matters far more than which coding agent you pick this quarter.
9 min read
Problem & Solution
Beat Developer Burnout with AI-Powered Task Scoping
Stop drowning in task management. Learn how AI agents can automatically scope your work, research approaches, and maintain a stress-free pipeline.
6 min read